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searchindex.js
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Search.setIndex({docnames:["api_reference/fairlearn.metrics","api_reference/fairlearn.postprocessing","api_reference/fairlearn.reductions","api_reference/fairlearn.widget","api_reference/main","auto_examples/index","auto_examples/plot_binary_classification_COMPAS","auto_examples/sg_execution_times","community","contribution_guide","index","quickstart","user_guide/assessment","user_guide/dashboard","user_guide/exponentiated_gradient","user_guide/fairness_in_machine_learning","user_guide/grid_search","user_guide/main","user_guide/metrics","user_guide/mitigation","user_guide/postprocessing","user_guide/reductions"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,sphinx:56},filenames:["api_reference/fairlearn.metrics.rst","api_reference/fairlearn.postprocessing.rst","api_reference/fairlearn.reductions.rst","api_reference/fairlearn.widget.rst","api_reference/main.rst","auto_examples/index.rst","auto_examples/plot_binary_classification_COMPAS.rst","auto_examples/sg_execution_times.rst","community.rst","contribution_guide.rst","index.rst","quickstart.rst","user_guide/assessment.rst","user_guide/dashboard.rst","user_guide/exponentiated_gradient.rst","user_guide/fairness_in_machine_learning.rst","user_guide/grid_search.rst","user_guide/main.rst","user_guide/metrics.rst","user_guide/mitigation.rst","user_guide/postprocessing.rst","user_guide/reductions.rst"],objects:{"fairlearn.metrics":{demographic_parity_difference:[0,1,1,""],demographic_parity_ratio:[0,1,1,""],difference_from_summary:[0,1,1,""],equalized_odds_difference:[0,1,1,""],equalized_odds_ratio:[0,1,1,""],false_negative_rate:[0,1,1,""],false_positive_rate:[0,1,1,""],group_max_from_summary:[0,1,1,""],group_min_from_summary:[0,1,1,""],group_summary:[0,1,1,""],make_derived_metric:[0,1,1,""],make_metric_group_summary:[0,1,1,""],mean_prediction:[0,1,1,""],ratio_from_summary:[0,1,1,""],selection_rate:[0,1,1,""],true_negative_rate:[0,1,1,""],true_positive_rate:[0,1,1,""]},"fairlearn.postprocessing":{ThresholdOptimizer:[1,2,1,""],plot_threshold_optimizer:[1,1,1,""]},"fairlearn.postprocessing.ThresholdOptimizer":{fit:[1,3,1,""],predict:[1,3,1,""]},"fairlearn.reductions":{AbsoluteLoss:[2,2,1,""],ClassificationMoment:[2,2,1,""],ConditionalSelectionRate:[2,2,1,""],DemographicParity:[2,2,1,""],EqualizedOdds:[2,2,1,""],ErrorRate:[2,2,1,""],ErrorRateRatio:[2,2,1,""],ExponentiatedGradient:[2,2,1,""],GridSearch:[2,2,1,""],GroupLossMoment:[2,2,1,""],LossMoment:[2,2,1,""],Moment:[2,2,1,""],SquareLoss:[2,2,1,""],TruePositiveRateDifference:[2,2,1,""],ZeroOneLoss:[2,2,1,""]},"fairlearn.reductions.AbsoluteLoss":{eval:[2,3,1,""]},"fairlearn.reductions.ConditionalSelectionRate":{default_objective:[2,3,1,""],gamma:[2,3,1,""],load_data:[2,3,1,""],project_lambda:[2,3,1,""],signed_weights:[2,3,1,""]},"fairlearn.reductions.DemographicParity":{load_data:[2,3,1,""],short_name:[2,4,1,""]},"fairlearn.reductions.EqualizedOdds":{load_data:[2,3,1,""],short_name:[2,4,1,""]},"fairlearn.reductions.ErrorRate":{gamma:[2,3,1,""],load_data:[2,3,1,""],project_lambda:[2,3,1,""],short_name:[2,4,1,""],signed_weights:[2,3,1,""]},"fairlearn.reductions.ErrorRateRatio":{load_data:[2,3,1,""],short_name:[2,4,1,""]},"fairlearn.reductions.ExponentiatedGradient":{fit:[2,3,1,""],predict:[2,3,1,""]},"fairlearn.reductions.GridSearch":{fit:[2,3,1,""],predict:[2,3,1,""],predict_proba:[2,3,1,""]},"fairlearn.reductions.Moment":{gamma:[2,3,1,""],load_data:[2,3,1,""],project_lambda:[2,3,1,""],signed_weights:[2,3,1,""],total_samples:[2,5,1,""]},"fairlearn.reductions.SquareLoss":{eval:[2,3,1,""]},"fairlearn.reductions.TruePositiveRateDifference":{load_data:[2,3,1,""],short_name:[2,4,1,""]},"fairlearn.widget":{FairlearnDashboard:[3,2,1,""]},fairlearn:{metrics:[0,0,0,"-"],postprocessing:[1,0,0,"-"],reductions:[2,0,0,"-"],widget:[3,0,0,"-"]}},objnames:{"0":["py","module","Python 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